Short Video Pattern Analyzer
A short-form video analysis workspace that turns one viral video transcript, OCR text, opening frames, scene changes, audio notes, caption, and metadata into a structured viral pattern report and reusable scripts.
AI builders, solo founders, creators, and product marketers studying why short videos convert.
Strong videos are visible, but the hook, retention structure, and trigger are hard to explain.
Convert messy video evidence into reusable content patterns for AI business scripts and Bilion marketing.
Input workspace
Saved examples
Saved analyses will appear here after you click Save Analysis.
Pattern report
Last analyzed: Sample loaded
Video Summary
Turn repeated manual work into an owner-safe AI workflow.
TikTok / Local business owners and AI service builders / confidence 0.95
First Frame Analysis
0
Focus: Laptop screen. Clarity 5/5.
First 1 Second Analysis
0
Visual: Split screen: red negative review on the left
First 3 Seconds Analysis
The opening names a recognizable operational pain before explaining the solution.
What exact system or script produced the visible change?
Hook Pattern
Pain Snapshot to System Reveal: pain or proof appears visually first, then the narrator explains the mechanism.
Retention Mechanism
The video uses progressive disclosure: pain, mechanism, output, then proof or next action.
Moderate pacing: add one more scene state before second three to increase retention.
Psychological Triggers
relief from repeated operational pain
The viewer fears making content that looks polished but does not stop the scroll or explain the value fast enough.
Reproducible Pattern
Pain Snapshot to System Reveal
Open with one visible pain signal in the first frame, name the cost in the first second, reveal the system by second three, then show the reusable transformation.
Video-Specific Elements
Small businesses do not need another tool. They need replies handled for them.
Avoid copying: Creator face, private customer messages, exact brand assets, exact phrasing, or unverifiable performance claims
Rewrite Guidance for AI Business Content
This repeated business task is quietly costing you attention, replies, or bookings.
0-1s: Show the painful manual task. 1-3s: Name the cost. 3-7s: Reveal the AI workflow. 7-12s: Show the reusable output. 12-15s: Offer the pattern pack or creator lab.
Rewrite Guidance for Bilion Content
This short video worked because the first frame sold the pain before the product appeared.
- 1. Show the first frame and label visual, subtitle, and speech signals.
- 2. Reveal the hook pattern and retention mechanism.
- 3. Turn the pattern into an AI business script.
- 4. End with $19 pattern pack or $49/month creator lab.
Bilion pattern read: extract the hook, keep the mechanism, replace the niche. Built for AI builders who want repeatable content ideas.
Scores
Final Takeaway
The video works by making the viewer understand the painful before-state instantly, then delaying the system reveal just long enough to earn the next three seconds.
Replicate: Replicate the first-frame contrast, the 0-1 second pain label, the second-three mechanism reveal, and the concrete final output.
Avoid: Do not copy the creator-specific assets, unverifiable metrics, private screenshots, or exact script.
Raw JSON Output
{
"video_summary": {
"platform": "TikTok",
"core_topic": "AI-assisted customer response workflow",
"target_audience": "Local business owners and AI service builders",
"main_promise": "Turn repeated manual work into an owner-safe AI workflow.",
"confidence": 0.95
},
"observations": {
"first_frame": {
"visible_elements": [
"Split screen: red negative review on the left",
"clean AI reply dashboard on the right",
"cursor hovering over Generate",
"0",
"Laptop screen",
"review card"
],
"text_on_screen": "0",
"human_or_object_focus": "Laptop screen",
"clarity_score_1_to_5": 5
},
"first_1_second": {
"what_is_understood": "0",
"visual_signal": "Split screen: red negative review on the left",
"subtitle_signal": "0 / 0s: Stop replying manually",
"speech_signal": "0",
"confidence": 0.9
},
"first_3_seconds": {
"hook_type": [
"specific pain interrupt",
"before-after contrast",
"implicit proof"
],
"reason_to_stop_scrolling": "The opening names a recognizable operational pain before explaining the solution.",
"reason_to_keep_watching": "The viewer expects to see how the before state becomes the after state.",
"curiosity_gap": "What exact system or script produced the visible change?",
"confidence": 0.92
}
},
"structure_analysis": {
"hook_pattern": "Pain Snapshot to System Reveal: pain or proof appears visually first, then the narrator explains the mechanism.",
"retention_mechanism": "The video uses progressive disclosure: pain, mechanism, output, then proof or next action.",
"visual_pacing": "Moderate pacing: add one more scene state before second three to increase retention.",
"subtitle_readability": "Strong silent-viewing path because the OCR timeline carries the argument without audio.",
"audio_role": "Fast ticking sound on first click, upbeat synth bed, voiceover starts immediately, subtle success chime at 3 seconds.",
"visual_speech_alignment": "Speech describes the same transformation the visuals are showing.",
"silent_viewing_score_1_to_5": 5
},
"psychological_triggers": {
"primary_trigger": "relief from repeated operational pain",
"secondary_triggers": [
"before-after momentum",
"social proof from metrics or visible result",
"commercial applicability"
],
"viewer_desire": "The viewer wants a repeatable content or product pattern they can use without guessing why the original worked.",
"viewer_fear_or_pain": "The viewer fears making content that looks polished but does not stop the scroll or explain the value fast enough.",
"why_it_feels_relevant_now": "AI builders and marketers can produce assets quickly, so the bottleneck is choosing a pattern that converts attention into action.",
"confidence": 0.8899999999999999
},
"reproducible_pattern": {
"pattern_name": "Pain Snapshot to System Reveal",
"template": "Open with one visible pain signal in the first frame, name the cost in the first second, reveal the system by second three, then show the reusable transformation.",
"must_keep_elements": [
"Specific first-frame pain or proof",
"Text-on-screen that makes sense without audio",
"Mechanism reveal by second three",
"Concrete output, score, booking, sale, or saved-work result"
],
"can_change_elements": [
"Niche",
"Tool category",
"Visual workspace",
"Narrator",
"Final call to action"
],
"do_not_copy_elements": [
"Creator face, private customer messages, exact brand assets, exact phrasing, or unverifiable performance claims"
],
"best_for_niches": [
"AI builders",
"Solo founder products",
"Local service businesses",
"Product marketing teardowns",
"Creator education"
]
},
"video_specific_elements": {
"unique_context": "Small businesses do not need another tool. They need replies handled for them.",
"creator_specific_assets": [
"Laptop screen",
"Visible performance or outcome proof"
],
"hard_to_replicate_parts": [
"Original audience trust",
"Exact timing of the viral topic",
"Private screenshots or customer evidence"
],
"confidence": 0.87
},
"rewrite_guidance": {
"for_ai_business_content": {
"recommended_hook": "This repeated business task is quietly costing you attention, replies, or bookings.",
"recommended_visual": "Open on a split screen: messy manual input on the left, structured AI-ready output on the right.",
"recommended_caption": "Steal the structure, not the video: pain first, system second, proof third.",
"15_second_script": "0-1s: Show the painful manual task. 1-3s: Name the cost. 3-7s: Reveal the AI workflow. 7-12s: Show the reusable output. 12-15s: Offer the pattern pack or creator lab."
},
"for_bilion_content": {
"angle": "Bilion turns viral structure into a productized AI builder pattern.",
"hook": "This short video worked because the first frame sold the pain before the product appeared.",
"shot_sequence": [
"Show the first frame and label visual, subtitle, and speech signals.",
"Reveal the hook pattern and retention mechanism.",
"Turn the pattern into an AI business script.",
"End with $19 pattern pack or $49/month creator lab."
],
"caption": "Bilion pattern read: extract the hook, keep the mechanism, replace the niche. Built for AI builders who want repeatable content ideas."
}
},
"scores": {
"scroll_stop_score_1_to_10": 9,
"retention_score_1_to_10": 7,
"clarity_score_1_to_10": 10,
"reproducibility_score_1_to_10": 8,
"commercial_reuse_score_1_to_10": 8
},
"final_takeaway": {
"one_sentence_pattern": "The video works by making the viewer understand the painful before-state instantly, then delaying the system reveal just long enough to earn the next three seconds.",
"what_to_replicate": "Replicate the first-frame contrast, the 0-1 second pain label, the second-three mechanism reveal, and the concrete final output.",
"what_to_avoid": "Do not copy the creator-specific assets, unverifiable metrics, private screenshots, or exact script.",
"confidence": 0.95
}
}